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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 83 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Entity AlignmentDBP15K ZH-EN (test)graphEntity Alignment on DBP15K ZH-EN (test) performance trend134Feb 26, 2026
RGB-D Salient Object DetectionSIPcomputer visionRGB-D Salient Object Detection on SIP performance trend134Jun 26, 2026
Skin Lesion SegmentationISIC 2017 (test)computer visionbio medical134May 12, 2026
Video Object SegmentationDAVIScomputer vision134Jun 23, 2026
Density EstimationCIFAR-10 (test)tabular time seriesDensity Estimation on CIFAR-10 (test) performance trend134May 19, 2026
Image RetrievalCARS196 (test)retrieval search ragcomputer vision134Feb 26, 2026
Long-term time-series forecastingETTm2 (test)tabular time seriesLong-term time-series forecasting on ETTm2 (test) performance trend134Jun 2, 2026
Image ClassificationImageNet 1kcomputer vision133May 6, 2026
Continuous Time Schedulingcontinuous time scheduling benchmarkmiscellaneous133Mar 25, 2026
Question AnsweringPopQAnlpQuestion Answering on PopQA (Exact Match) performance trend133May 22, 2026
Visible-Infrared Person Re-identificationSYSU-MM01 Indoor-Searchcomputer vision133Jun 11, 2026
Text-to-Image GenerationDPGBenchimage generation editing133Jun 26, 2026
Mathematical ReasoningMath500llm chat instructionnlp133Feb 26, 2026
Text ClassificationSST-2nlp133May 28, 2026
Composed Image RetrievalFashion-IQcomputer visionnlp133Jun 19, 2026
Multiple-choice Question AnsweringARC ChallengenlpMultiple-choice Question Answering on ARC Challenge performance trend133May 25, 2026
Depth EstimationScanNet3d vision geometry133Jul 8, 2026
Class-conditional Image GenerationImageNet 512x512image generation editing133Jul 2, 2026
LiDAR Semantic SegmentationSemanticKITTI (test)computer vision3d vision geometry133Jul 1, 2026
Document rankingTREC DL Track 2019 (test)retrieval search rag133Apr 13, 2026
Entity AlignmentDBP15K FR-EN (test)graph133Feb 26, 2026
Camera pose estimationScanNet3d vision geometrycomputer vision133May 22, 2026
Semantic SegmentationCityscapes (val)computer visionSemantic Segmentation on Cityscapes (val) (Per-Class IoU and mIoU) performance trend133Feb 26, 2026
Zero-shot LearningAWA2computer visionnlp133Jul 7, 2026
Image ClassificationAverage of eleven datasets (test)computer vision132Jul 2, 2026